JOSEPH GROUP

Author

Joseph H

1 Intoduction

Hello, I’m Joseph from Morocco.

Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.

I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.

Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.

This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.

2 About the project

The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.

The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.

Alt text

3 EDA

3.1 marketing and advertising indestry’s yearly new recruit count

3.2 joseph group’s workforce status over the years

4 Workforce sample

4.1 Abby Sierra

Job title: Client support executive
Associated: False
Socials: https://linkedin.com/in/abby-sierra-6a4115139

4.1.1 Abby Sierra’s working period at joseph group

4.1.2 Gantt plot of Abby Sierra’s experience

4.2 Abhijit Gupte

Job title: Project manager
Associated: True
Socials: https://linkedin.com/in/abhijit-gupte-b325941b

4.2.1 Abhijit Gupte’s working period at joseph group

4.2.2 Gantt plot of Abhijit Gupte’s experience

4.3 Ailyn Reyos

Job title: Export executive
Associated: False
Socials: https://linkedin.com/in/ailyn-reyos-a34506125

4.3.1 Ailyn Reyos’s working period at joseph group

4.3.2 Gantt plot of Ailyn Reyos’s experience

4.4 Arun Chand

Job title: Senior sales executive
Associated: True
Socials: https://linkedin.com/in/arun-chand-84500b37

4.4.1 Arun Chand’s working period at joseph group

4.4.2 Gantt plot of Arun Chand’s experience

4.5 Elia Naaman

Job title: Owner of my chop
Associated: True
Socials: https://linkedin.com/in/elia-naaman-5356181a2

4.5.1 Elia Naaman’s working period at joseph group

4.5.2 Gantt plot of Elia Naaman’s experience

4.6 Firoz Ahamed

Job title: Technician
Associated: True
Socials: https://linkedin.com/in/firoz-ahamed-a87171b6

4.6.1 Firoz Ahamed’s working period at joseph group

4.6.2 Gantt plot of Firoz Ahamed’s experience

4.7 Gessele Jumangit

Job title: Receptionist and secretary
Associated: True
Socials: https://linkedin.com/in/gessele-jumangit-494431155

4.7.1 Gessele Jumangit’s working period at joseph group

4.7.2 Gantt plot of Gessele Jumangit’s experience

4.8 Ihab Khourdoc

Job title: Senior group marketing
Associated: False
Socials: https://linkedin.com/in/ihabkhardak2011

4.8.1 Ihab Khourdoc’s working period at joseph group

4.8.2 Gantt plot of Ihab Khourdoc’s experience

4.9 Imran Khalid

Job title: Group sap consultant
Associated: True
Socials: https://linkedin.com/in/imrankhalidit

4.9.1 Imran Khalid’s working period at joseph group

4.9.2 Gantt plot of Imran Khalid’s experience

4.10 Janet Legaspi

Job title: Purchase assistant
Associated: False
Socials: https://linkedin.com/in/janet-legaspi-24768092

4.10.1 Janet Legaspi’s working period at joseph group

4.10.2 Gantt plot of Janet Legaspi’s experience

4.11 Jennelyn Gabrillo-Abadies

Job title: Administrative assistant
Associated: False
Socials: https://linkedin.com/in/jennelyn-gabrillo-abadies-179ba5138

4.11.1 Jennelyn Gabrillo-Abadies’s working period at joseph group

4.11.2 Gantt plot of Jennelyn Gabrillo-Abadies’s experience

4.12 Karthik Shankar

Job title: Logistics coordinator
Associated: True
Socials: https://linkedin.com/in/karthik-shankar | https://linkedin.com/in/karthik-shankar-b4a11068 | https://facebook.com/karthik.shankar.750

4.12.1 Karthik Shankar’s working period at joseph group

4.12.2 Gantt plot of Karthik Shankar’s experience

4.13 Krisselle Frane

Job title: Project sales engineer
Associated: False
Socials: https://linkedin.com/in/krisselle-frane-1a16234b | https://facebook.com/krisselle.frane

4.13.1 Krisselle Frane’s working period at joseph group

4.13.2 Gantt plot of Krisselle Frane’s experience

4.14 Libni Rodriguez

Job title: Chief financial officer
Associated: True
Socials: https://linkedin.com/in/libnirodriguez | https://facebook.com/librodriguez | https://twitter.com/larodgroup | https://linkedin.com/in/libni-rodriguez-aa159720

4.14.1 Libni Rodriguez’s working period at joseph group

4.14.2 Gantt plot of Libni Rodriguez’s experience

4.15 Nicko Salazar

Job title: Senior project engineer
Associated: True
Socials: https://facebook.com/100000112340340 | https://linkedin.com/in/nicko-salazar | https://linkedin.com/in/nicko-salazar-b0903b42

4.15.1 Nicko Salazar’s working period at joseph group

4.15.2 Gantt plot of Nicko Salazar’s experience

4.16 Radha Chand

Job title: Tracker,secretary
Associated: True
Socials: https://linkedin.com/in/radha-chand-119ba9194

4.16.1 Radha Chand’s working period at joseph group

4.16.2 Gantt plot of Radha Chand’s experience

4.17 Rakesh Paluthodi

Job title: Purchase officer
Associated: True
Socials: https://linkedin.com/in/rakesh-paluthodi-83b45016a

4.17.1 Rakesh Paluthodi’s working period at joseph group

4.17.2 Gantt plot of Rakesh Paluthodi’s experience

4.18 Sarath Rajan

Job title: Senior projects executive
Associated: True
Socials: https://linkedin.com/in/sarath-rajan-340b57133 | https://facebook.com/sarathp.rajan.5

4.18.1 Sarath Rajan’s working period at joseph group

4.18.2 Gantt plot of Sarath Rajan’s experience

4.19 Satya Pradhan

Job title: Head of accounts and costing
Associated: True
Socials: https://linkedin.com/in/satya-pradhan-27951831

4.19.1 Satya Pradhan’s working period at joseph group

4.19.2 Gantt plot of Satya Pradhan’s experience

4.20 Shah Muhammad

Job title: Technician
Associated: True
Socials: https://linkedin.com/in/shah-muhammad-67395619a

4.20.1 Shah Muhammad’s working period at joseph group

4.20.2 Gantt plot of Shah Muhammad’s experience

4.21 Shahid Anwar

Job title: Human resources executive
Associated: True
Socials: https://facebook.com/shahidanwar62 | https://linkedin.com/in/shahid-anwar-b7a99779

4.21.1 Shahid Anwar’s working period at joseph group

4.21.2 Gantt plot of Shahid Anwar’s experience

4.22 Shiva Krishnan

Job title: Client servicing executive
Associated: False
Socials: https://linkedin.com/in/shiva-krishnan-15a70524

4.22.1 Shiva Krishnan’s working period at joseph group

4.22.2 Gantt plot of Shiva Krishnan’s experience

4.23 Surya Rana

Job title: Electromechanical technicians
Associated: True
Socials: https://linkedin.com/in/surya-rana-974290184

4.23.1 Surya Rana’s working period at joseph group

4.23.2 Gantt plot of Surya Rana’s experience

4.24 Tareq Zahra

Job title: Group marketing manager
Associated: False
Socials: https://linkedin.com/in/tareq-zahra-2434076

4.24.1 Tareq Zahra’s working period at joseph group

4.24.2 Gantt plot of Tareq Zahra’s experience

4.25 Tejal Gupte

Job title: Sales coordinator
Associated: True
Socials: https://linkedin.com/in/tejal-gupte-03368420

4.25.1 Tejal Gupte’s working period at joseph group

4.25.2 Gantt plot of Tejal Gupte’s experience

4.26 Udaya Gowda

Job title: Polisher
Associated: True
Socials: https://linkedin.com/in/udaya-gowda-911997b9

4.26.1 Udaya Gowda’s working period at joseph group

4.26.2 Gantt plot of Udaya Gowda’s experience

4.27 Vamsi Krishna

Job title: Laboratory chemist
Associated: False
Socials: https://linkedin.com/in/vamsiparasaram

4.27.1 Vamsi Krishna’s working period at joseph group

4.27.2 Gantt plot of Vamsi Krishna’s experience

4.28 Vivek Menon

Job title: Business development
Associated: False
Socials: https://linkedin.com/in/vivek-menon-0357a7103 | https://linkedin.com/in/vivekmenonhr

4.28.1 Vivek Menon’s working period at joseph group

4.28.2 Gantt plot of Vivek Menon’s experience

4.29 Vysakh Nair

Job title: ****
Associated: True
Socials: https://linkedin.com/in/vysakh-v-nair-850622b9

4.29.1 Vysakh Nair’s working period at joseph group

4.29.2 Gantt plot of Vysakh Nair’s experience

4.30 Yasir Ali

Job title: Senior graphic designer
Associated: True
Socials: https://linkedin.com/in/yasir-ali-26371743 | https://linkedin.com/in/yasirali713

4.30.1 Yasir Ali’s working period at joseph group

4.30.2 Gantt plot of Yasir Ali’s experience

4.31 Zainul Abidin

Job title: ****
Associated: True
Socials: https://linkedin.com/in/zainul-abidin-35b8a817